▷ 15h Left: MTS, Data scientist

2 days ago

Hyderabad India Micron Full time

Job Description

Our vision is to transform how the world uses information to enrich life for .

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

As a Principal Data Scientist at Micron, you will

- Develop AI, LLM, ML and statistical based solutions to build state-of-the-art predictive, prescriptive , optimization and automation , pattern-mining solutions for silicon design verification and firmware validation
- Collaborate with cross-functional teams to ensure the accuracy, reliability, and performance of semiconductor products.
- Drive technical innovation and culture within the team by participating in generating IP and inspiring team to innovate.
- Participate in end-to-end project scoping and stakeholder discussions to determine technical merit of the idea, vale proposition and resource requirements.
- Interact with senior leadership, and cross functional teams to define scope, identify risks, deploy scalable solutions & lead multiple projects execution
- Continuously learn as well as mentor team on recent progress on semiconductor and AI/ML domain.

Key requirements:

- Education: Master's or PhD in Computer Science, Electrical Engineering, or a related field.
- Experience: 12+ years in data science and machine learning. Experience in silicon verification or semiconductors in general is highly desirable.
- Technical Skills

- In-depth understanding statistics, classical ML algorithms, neural networks and in-depth understanding of algorithms and formulation behind LLM, RAG and agents.

- Hands on experience and solid understanding of data engineering and building deployment pipelines for solutions built.

- Be able to extract, process and clean data using known frameworks.

- Proficiency in programming languages such as Python, R, and SQL. Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and data visualization tools (e.g., Tableau, Power BI).

- Project Management

- Ability to scope projects, develop project plan and lead, execute, and deliver as per the plan.

- Ability to understand the customer pain point and find appropriate solutions to address the problem.

- Soft skills

- Strong passion and attitude to work in semiconductor industry delivering high value and high impact data science solutions.

- Attitude and temperament for team-work, mentoring, learning, ethics and professional communication.

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